{
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     "end_time": "2023-03-31T09:07:54.600411Z",
     "start_time": "2023-03-31T09:07:51.389307Z"
    }
   },
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'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=37', 'advViewFlag': False, 'requireEduLevel': '本科'}, 'recruiter': {'chatted': False, 'imId': '6535ae399139ebe6df514c63e89fb1b8', 'imUserType': '2', 'recruiterName': '徐女士', 'recruiterTitle': '人事行政经理', 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg', 'recruiterId': 'e27428a84e155db6cb41cd1ccd3c908b'}}, {'dataParams': '{\"jobKind\":\"2\",\"userId\":\"82b656079372824a4b73c7d29c43d41f\",\"imId\":\"3af8fdebe74dbbbe76f5ec2df67915bd\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"jobId\":\"55397811\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}', 'comp': {'compIndustry': '整车制造', 'compName': '戴姆勒／梅赛德斯－奔驰', 'compLogo': '592e7a9b70320c7ee19b9c4c04a.jpg', 'compId': 8494044, 'compScale': '10000人以上', 'link': 'https://www.liepin.com/company/8494044/'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2255397811%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'job': {'labels': ['.NET', 'SystemVerilog', 'ES5', 'ECMAScript 6', 'ECMAScript'], 'topJob': False, 'jobKind': '2', 'requireWorkYears': '5-10年', 'title': 'Project & Product Manager of Autonomous Driving 自动驾驶项目及产品经理', 'salary': '薪资面议', 'dq': '上海-浦东新区', 'jobId': '55397811', 'refreshTime': '20230330082812', 'link': 'https://www.liepin.com/job/1955397811.shtml', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=38', 'advViewFlag': False, 'requireEduLevel': '统招本科'}, 'recruiter': {'chatted': False, 'imId': '3af8fdebe74dbbbe76f5ec2df67915bd', 'imUserType': '2', 'recruiterName': '陈女士', 'recruiterTitle': '招聘经理', 'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg', 'recruiterId': '82b656079372824a4b73c7d29c43d41f'}}, {'dataParams': '{\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b925786705a3c\",\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"白女士\",\"jobId\":\"55701661\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}', 'comp': {'compIndustry': '计算机软件', 'compName': '维我软件', 'compLogo': '5bfea42f74719d2aa34cad5a03a.png', 'compStage': '其他股票市场上市', 'compId': 8062928, 'compScale': '100-499人', 'link': 'https://www.liepin.com/company/8062928/'}, 'dataInfo': '%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobId%22%3A%2255701661%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D', 'job': {'labels': ['SaaS系统'], 'topJob': False, 'jobKind': '2', 'requireWorkYears': '3-5年', 'title': 'Product Manager(CRM) 产品经理', 'salary': '20-40k', 'dq': '上海-静安区', 'jobId': '55701661', 'refreshTime': '20230327135028', 'link': 'https://www.liepin.com/job/1955701661.shtml', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=39', 'advViewFlag': False, 'requireEduLevel': '本科'}, 'recruiter': {'chatted': False, 'imId': 'd2d1b8fb216557be160bef405ccde8ba', 'imUserType': '2', 'recruiterName': '白女士', 'recruiterTitle': 'Talent Partner', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg', 'recruiterId': '6a77933d13f747d05e6b925786705a3c'}}]}, 'passThroughData': {'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'sfrom': 'search_job_pc'}, 'pagination': {'currentPage': 0, 'totalPage': 10, 'pageSize': 40, 'totalCounts': 807, 'hasNext': False}}}\n"
     ]
    }
   ],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "\n",
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"410\",\n",
    "            \"dq\": \"410\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "# create an HTML session using Requests-HTML\n",
    "session = HTMLSession()\n",
    "\n",
    "# set the headers\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=c6cb143f1dd942d6bd65b5fc30dd9455; __uuid=1679028387067.72; XSRF-TOKEN=UH8huvwpTv6t6qio3oBLOQ; __tlog=1680236490389.81%7C00000000%7C00000000%7C00000000%7C00000000; acw_tc=2760829b16802364916274153ea3634a30db54784953710df86b64d1b3fc3d; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1679028387,1679636666,1680236492; __session_seq=5; __uv_seq=5; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1680236637',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n",
    "\n",
    "# send a POST request with headers\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "# extract the JSON data from the response\n",
    "response_data = r.json()\n",
    "\n",
    "# example: print the number of job postings returned\n",
    "print(response_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ca164565",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-03-31T09:08:15.722815Z",
     "start_time": "2023-03-31T09:08:15.124961Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e586bef1",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-03-31T09:08:25.180553Z",
     "start_time": "2023-03-31T09:08:25.047230Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>...</th>\n",
       "      <th>job.dataPromId</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"7f07e85efe91515466b64...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>汇春科技</td>\n",
       "      <td>5bfea49074719d2aa34cbf8a03a.png</td>\n",
       "      <td>新三板上市</td>\n",
       "      <td>8772764.0</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/8772764/</td>\n",
       "      <td>[策略产品, to C, 产品规划, 市场调研, 产品设计, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>9f6e65580508070719dea264e3e64473</td>\n",
       "      <td>2</td>\n",
       "      <td>吴先生</td>\n",
       "      <td>人事主管</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>7f07e85efe91515466b640725cb8bd84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"f146b187cd67d5182ae03...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>云计算/大数据</td>\n",
       "      <td>天湘和</td>\n",
       "      <td>62c532b3d005e77d42ff429606u.png</td>\n",
       "      <td>战略投资</td>\n",
       "      <td>12848963.0</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/12848963/</td>\n",
       "      <td>[市场调研, 云计算, 智慧城市, to G, 需求分析, 产品设计, 数据产品, 客户端产...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>aaf64e26be68f1fd6cdb271ea7541165</td>\n",
       "      <td>2</td>\n",
       "      <td>旷女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>f146b187cd67d5182ae03e281455ea34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"8f284c43fe53e019f00c5...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>新能源</td>\n",
       "      <td>宁德时代</td>\n",
       "      <td>607e80f5177c9d01e71b508a06u.png</td>\n",
       "      <td>创业板上市</td>\n",
       "      <td>8768998.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8768998/</td>\n",
       "      <td>[计算机软件, 工业互联网, 产品设计, 团队管理, 需求分析, 产品规划, 原型设计, 用...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>699d7ce64c29deff67766a03c68ce883</td>\n",
       "      <td>2</td>\n",
       "      <td>翁女士</td>\n",
       "      <td>招聘主管</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>8f284c43fe53e019f00c5bb71cce1d46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e26b3b71749bfd548b299...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>北京梅赛德斯奔驰销售服务有限公司</td>\n",
       "      <td>5bfea4c274719d2aa34cc8c303a.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8621016.0</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8621016/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>6bf7c8d0afceed76ee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>白女士</td>\n",
       "      <td>hrbp</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>e26b3b71749bfd548b299e4b3258c395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"18d91c08495a8eb4b1620...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>Monotype</td>\n",
       "      <td>5e6cd41d37483e328d58d03f07u.jpg</td>\n",
       "      <td>已上市</td>\n",
       "      <td>12166219.0</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/12166219/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>False</td>\n",
       "      <td>a56b7700cffa549f5ccdf9963d70cb82</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>Associate HRBP-APAC</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>18d91c08495a8eb4b16207fad6c9700b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"14799e1bef289c70aa9b5...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>贸易/进出口</td>\n",
       "      <td>仙婷集团</td>\n",
       "      <td>6274ee6d04a5ff469b10880402u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8112968.0</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/8112968/</td>\n",
       "      <td>[英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>False</td>\n",
       "      <td>0ce6f53a162e27cc9427b88c78d2ff1f</td>\n",
       "      <td>2</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR Specialist</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>14799e1bef289c70aa9b550257de7ea8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1e0168f7bd79f761b830e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>新闻和出版业</td>\n",
       "      <td>励德爱思唯尔信息技术(北京)有限公司</td>\n",
       "      <td>6152bdf0573d7424a46f696a01u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8485003.0</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8485003/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>59d5771eff4f401fad8732728d6065d6</td>\n",
       "      <td>2</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>Talent Acquisition</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>1e0168f7bd79f761b830e0c9a9674d81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d4be0c7af21e622076f46...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>阿里巴巴集团</td>\n",
       "      <td>5bfe915474719d35745acf0903a.png</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>1072424.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>[数据产品, 数据挖掘, 数据分析, 产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>False</td>\n",
       "      <td>4a4ece35206ffdf578f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>顾问</td>\n",
       "      <td>57c4e9d345ce9f0a74a9b8cd04a.png</td>\n",
       "      <td>d4be0c7af21e622076f4668dbe33f725</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"3ebcddd9b3193ceafb68b...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>维塔士</td>\n",
       "      <td>5bfe9a0f74719df0ac99c18d03a.png</td>\n",
       "      <td>C轮</td>\n",
       "      <td>3215924.0</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/3215924/</td>\n",
       "      <td>[商业产品, 计算机软件, 需求分析, 需求说明]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>05e66dde1f5469778fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>鱼女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3ebcddd9b3193ceafb68be0b3ae411e1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"bd8c8e6aed6d52791f4fe...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>上海宝尊电子商务有限公司</td>\n",
       "      <td>6110a05df833c065f663369908u.png</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>1045803.0</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>https://www.liepin.com/company/1045803/</td>\n",
       "      <td>[数据产品, 产品优化, 数据挖掘, 产品规划, 数据建模]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>5f6e501deee3940359a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>bd8c8e6aed6d52791f4fe482c28d9b24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"a39e65ec739c49f5f6387...</td>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>家电</td>\n",
       "      <td>某国内大型家具家电公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>不需要融资</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>False</td>\n",
       "      <td>9418ebe85ff332046042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>秦女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>54d0c343712e13549ab2b96701a.jpg</td>\n",
       "      <td>a39e65ec739c49f5f63871c18e9f3afc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"3d38444cf16082b86af79...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>豪德机械</td>\n",
       "      <td>5bfe961b74719df0ac98f54d03a.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8008979.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8008979/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>993247f23540bc9a1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>3d38444cf16082b86af796bc41f43a15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"9856b42059af30c2416f9...</td>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>金属制品</td>\n",
       "      <td>某国内金属制品公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50-99人</td>\n",
       "      <td></td>\n",
       "      <td>[to B, 产品规划, 需求分析, 用户研究, 市场调研, 电子/半导体/集成电路, 汽车...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>fe3fbc4d94ca635e0eae969ce9a54d02</td>\n",
       "      <td>2</td>\n",
       "      <td>方女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>63999371594b4a36d28791d808u.png</td>\n",
       "      <td>9856b42059af30c2416f9a918ce7977e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"268b78cf04b4cef281e37...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>培训服务</td>\n",
       "      <td>赫尔马科技(上海)有限公司</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12261483.0</td>\n",
       "      <td></td>\n",
       "      <td>https://www.liepin.com/company/12261483/</td>\n",
       "      <td>[产品设计, saas]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>7ac9225ebe147c72937a45d7910778f0</td>\n",
       "      <td>2</td>\n",
       "      <td>邱先生</td>\n",
       "      <td>区域总经理</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>268b78cf04b4cef281e37a42dfcc231f</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"a00383be79e15bb59f4b0...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>上海恩毕可施科技有限公司</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13004401.0</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/13004401/</td>\n",
       "      <td>[AI人工智能产品, 人工智能, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>55e75022a4bd596b518f468578ae7c89</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>运营管理中心</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>a00383be79e15bb59f4b065fea1b1b54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"0bf0722094c925ae8c9f9...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>鼎芯无限</td>\n",
       "      <td>5fc72c10ddcaaa231891b6af08u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6145394.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/6145394/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>c7641a69cf38dca278f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>人力资源经理</td>\n",
       "      <td>620b0b321cd3cd37445a7c6301u.png</td>\n",
       "      <td>0bf0722094c925ae8c9f9862da3ad695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS软件, CRM产品, to B]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"c2a29033a4fe825502099...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>新能源</td>\n",
       "      <td>Sun King</td>\n",
       "      <td>62df95e5f56e4b709a9a235203u.png</td>\n",
       "      <td>D轮</td>\n",
       "      <td>8925182.0</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/8925182/</td>\n",
       "      <td>[竞品分析, 产品策略, 市场分析, 产品定义, 用户体验, 需求分析, 新产品提案]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>c5a554bd369f7ddac0e770cd23fcb1ad</td>\n",
       "      <td>2</td>\n",
       "      <td>祝女士</td>\n",
       "      <td>Regional Sr. HRBP</td>\n",
       "      <td>60bef91a67e2645716093e3606u.png</td>\n",
       "      <td>c2a29033a4fe825502099587be9f7a60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1d1306af21a992d8bdd67...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>培训服务</td>\n",
       "      <td>优谷朗读</td>\n",
       "      <td>62567f498e9e614d7d6d83c506u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9261638.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/9261638/</td>\n",
       "      <td>[产品规划, 创新能力, 策划能力, 项目管理能力]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>610f311598231391e37b0b202b2adc1c</td>\n",
       "      <td>2</td>\n",
       "      <td>邝女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>595f31937032648741b616b905a.png</td>\n",
       "      <td>1d1306af21a992d8bdd67167af3b53f0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d24f975295025b263fe50...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>泰瑞数创</td>\n",
       "      <td>61274361689b7173139e4ee408u.png</td>\n",
       "      <td>D轮</td>\n",
       "      <td>7856450.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/7856450/</td>\n",
       "      <td>[CIM, BIM, GIS, 自然资源]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>db5e5619cfe295f4a79528f6dd52f0e8</td>\n",
       "      <td>2</td>\n",
       "      <td>黄女士</td>\n",
       "      <td></td>\n",
       "      <td>61ade2ec35a60001d1db300b08u.png</td>\n",
       "      <td>d24f975295025b263fe504686b30ade7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"d63f4978d5082c5a3c170...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>合元集团</td>\n",
       "      <td>63f85894ae8ec6724b67f42d03u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>852976.0</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/852976/</td>\n",
       "      <td>[画像产品, 工具产品, 消费品, 产品规划, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>598e3261a17f043a9da65a0dc5ff9f3d</td>\n",
       "      <td>2</td>\n",
       "      <td>王先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>d63f4978d5082c5a3c17040eac6965ff</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"5a4c262d8885e9942c69f...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>拉面说</td>\n",
       "      <td>613183e794a50f4ab32610ff01u.png</td>\n",
       "      <td>B轮</td>\n",
       "      <td>9705876.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/9705876/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>ce7ccd785f8b8d8845913e3a4abf94f3</td>\n",
       "      <td>2</td>\n",
       "      <td>毛先生</td>\n",
       "      <td>HRBP</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>5a4c262d8885e9942c69f434aaa14096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e72091f3abe9808674e9c...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>莫仕连接器(成都)有限公司</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12148213.0</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/12148213/</td>\n",
       "      <td>[硬件产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>c7919f0e6419a916db286ab5a8a082c5</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>TA Partner</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>e72091f3abe9808674e9c6e34f8a68d7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"6ba963bf320d184de9948...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>互联网</td>\n",
       "      <td>万得</td>\n",
       "      <td>5bfe9ac074719df0ac99e43003a.png</td>\n",
       "      <td>其他</td>\n",
       "      <td>8055349.0</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8055349/</td>\n",
       "      <td>[金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>7aa0d8a46d39fb2b62cb88e0a323364d</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>5a9f63498e509036ebf34f6d06a.png</td>\n",
       "      <td>6ba963bf320d184de99485503740fff1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"c680de1a3cee3bf025e0b...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>六合新创科技</td>\n",
       "      <td>6221b9742a9c1049a9a3e8b802u.png</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>12250069.0</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/12250069/</td>\n",
       "      <td>[电商产品经理  ]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>False</td>\n",
       "      <td>cd4881a0ca4e72908868111a467b66bb</td>\n",
       "      <td>2</td>\n",
       "      <td>马先生</td>\n",
       "      <td>hr主管</td>\n",
       "      <td>6221c7f64c56d92afb77eebe03u.png</td>\n",
       "      <td>c680de1a3cee3bf025e0bf90184688b3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"bd41282741832b495d14f...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>杭州致成电子科技有限公司</td>\n",
       "      <td>5bfe969774719df0ac990e4e03a.png</td>\n",
       "      <td>A轮</td>\n",
       "      <td>9655065.0</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/9655065/</td>\n",
       "      <td>[数据产品, 计算机软件, to B, 产品规划, 产品设计, 原型设计, ERP产品, 需...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>273743b73b8b405cb8186adbf6c31dd6</td>\n",
       "      <td>2</td>\n",
       "      <td>吴先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>6384709c34e8df2c1c647dda07u.png</td>\n",
       "      <td>bd41282741832b495d14fcb327ba54e1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1a8d134495ec642f0ef1e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>三一帕尔菲格特种车辆装备有限公司</td>\n",
       "      <td>5fb5c993b1d9242a23ea315003u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12269387.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/12269387/</td>\n",
       "      <td>[定价/竞价产品, 商业产品, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>54d001c83b72632859a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>钱女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>1a8d134495ec642f0ef1e946585a18a9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"1a8d134495ec642f0ef1e...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>三一帕尔菲格特种车辆装备有限公司</td>\n",
       "      <td>5fb5c993b1d9242a23ea315003u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12269387.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/12269387/</td>\n",
       "      <td>[定价/竞价产品, 商业产品, 产品规划, 用户研究, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>False</td>\n",
       "      <td>54d001c83b72632859a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>钱女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>1a8d134495ec642f0ef1e946585a18a9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"c204e12c186b70d57858b...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>智能硬件</td>\n",
       "      <td>BroadLink</td>\n",
       "      <td>6163dc033df70d56f3b601a406u.png</td>\n",
       "      <td>D轮</td>\n",
       "      <td>10047697.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/10047697/</td>\n",
       "      <td>[ppt, 需求分析, 硬件产品]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>c01b7239c29322d914c33c05749ae593</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>物联网解决方案事业部副总</td>\n",
       "      <td>616d0eaff3e81c74a137689a06u.png</td>\n",
       "      <td>c204e12c186b70d57858b553fb56c213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>{\"jobKind\":\"1\",\"userId\":\"353e506e435b98110f03b...</td>\n",
       "      <td>%7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>100-499人</td>\n",
       "      <td></td>\n",
       "      <td>[产品规划, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>False</td>\n",
       "      <td>7e851e39422316a9c051c4e7ef49e137</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6124674cfeab1239c90f01d601u.png</td>\n",
       "      <td>353e506e435b98110f03be3f8eb70477</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"64ad619618d438cff438b...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>电气机械/器材</td>\n",
       "      <td>范德兰德</td>\n",
       "      <td>5bfe9fae74719d2aa34bd17803a.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7978881.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/7978881/</td>\n",
       "      <td>[to G]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>67300386979fa3d6d6a9d1214a39013b</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>64ad619618d438cff438b82dd3028b0c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"612c11dd210e0464ec5c2...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>北京微仙医疗科技有限公司</td>\n",
       "      <td>6046e1f3b894721491d45d8f07u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12526719.0</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/12526719/</td>\n",
       "      <td>[渠道销售, 市场洞察, 团队管理, 销售管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>5d3352a2d7afe5e267766a03c68ce883</td>\n",
       "      <td>2</td>\n",
       "      <td>唐先生</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>612c11dd210e0464ec5c2059058991df</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"efd682ffb2d75c5f7925f...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[AT变速器, SystemVerilog]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"b69fd5c36585947f42d05...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>工业自动化</td>\n",
       "      <td>西门子</td>\n",
       "      <td>5bfea48674719d2aa34cbda703a.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33708.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/33708/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>4164f33d00e1d78a351ff05530f680dd</td>\n",
       "      <td>2</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>TA Consultant</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>b69fd5c36585947f42d05a8e2630beaf</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"efd682ffb2d75c5f7925f...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[AT变速器, SystemVerilog]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"243d415a12abad30e1d70...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>沃尔沃汽车中国</td>\n",
       "      <td>61dbbbc46f9486679feb36c205u.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8083523.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8083523/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>244c498c451abbc1063dfc1b00f6daab</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>243d415a12abad30e1d708dd7b6c9ab7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"e27428a84e155db6cb41c...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>昂旭(上海)贸易有限公司</td>\n",
       "      <td>63ef2ec7a433107cbfe245ac01u.png</td>\n",
       "      <td>其他</td>\n",
       "      <td>13425031.0</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/13425031/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>6535ae399139ebe6df514c63e89fb1b8</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>人事行政经理</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>e27428a84e155db6cb41cd1ccd3c908b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"82b656079372824a4b73c...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[.NET, SystemVerilog, ES5, ECMAScript 6, ECMAS...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>False</td>\n",
       "      <td>3af8fdebe74dbbbe76f5ec2df67915bd</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>82b656079372824a4b73c7d29c43d41f</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>{\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...</td>\n",
       "      <td>%7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>False</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"jobKind\":\"2\",\"userId\":\"7f07e85efe91515466b64...   \n",
       "1   {\"jobKind\":\"2\",\"userId\":\"f146b187cd67d5182ae03...   \n",
       "2   {\"jobKind\":\"2\",\"userId\":\"8f284c43fe53e019f00c5...   \n",
       "3   {\"jobKind\":\"2\",\"userId\":\"e26b3b71749bfd548b299...   \n",
       "4   {\"jobKind\":\"2\",\"userId\":\"18d91c08495a8eb4b1620...   \n",
       "5   {\"jobKind\":\"2\",\"userId\":\"14799e1bef289c70aa9b5...   \n",
       "6   {\"jobKind\":\"2\",\"userId\":\"1e0168f7bd79f761b830e...   \n",
       "7   {\"jobKind\":\"2\",\"userId\":\"d4be0c7af21e622076f46...   \n",
       "8   {\"jobKind\":\"2\",\"userId\":\"3ebcddd9b3193ceafb68b...   \n",
       "9   {\"jobKind\":\"2\",\"userId\":\"bd8c8e6aed6d52791f4fe...   \n",
       "10  {\"jobKind\":\"1\",\"userId\":\"a39e65ec739c49f5f6387...   \n",
       "11  {\"jobKind\":\"2\",\"userId\":\"3d38444cf16082b86af79...   \n",
       "12  {\"jobKind\":\"1\",\"userId\":\"9856b42059af30c2416f9...   \n",
       "13  {\"jobKind\":\"2\",\"userId\":\"268b78cf04b4cef281e37...   \n",
       "14  {\"jobKind\":\"2\",\"userId\":\"a00383be79e15bb59f4b0...   \n",
       "15  {\"jobKind\":\"2\",\"userId\":\"0bf0722094c925ae8c9f9...   \n",
       "16  {\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...   \n",
       "17  {\"jobKind\":\"2\",\"userId\":\"c2a29033a4fe825502099...   \n",
       "18  {\"jobKind\":\"2\",\"userId\":\"1d1306af21a992d8bdd67...   \n",
       "19  {\"jobKind\":\"2\",\"userId\":\"d24f975295025b263fe50...   \n",
       "20  {\"jobKind\":\"2\",\"userId\":\"d63f4978d5082c5a3c170...   \n",
       "21  {\"jobKind\":\"2\",\"userId\":\"5a4c262d8885e9942c69f...   \n",
       "22  {\"jobKind\":\"2\",\"userId\":\"e72091f3abe9808674e9c...   \n",
       "23  {\"jobKind\":\"2\",\"userId\":\"6ba963bf320d184de9948...   \n",
       "24  {\"jobKind\":\"2\",\"userId\":\"c680de1a3cee3bf025e0b...   \n",
       "25  {\"jobKind\":\"2\",\"userId\":\"bd41282741832b495d14f...   \n",
       "26  {\"jobKind\":\"2\",\"userId\":\"1a8d134495ec642f0ef1e...   \n",
       "27  {\"jobKind\":\"2\",\"userId\":\"1a8d134495ec642f0ef1e...   \n",
       "28  {\"jobKind\":\"2\",\"userId\":\"c204e12c186b70d57858b...   \n",
       "29  {\"jobKind\":\"1\",\"userId\":\"353e506e435b98110f03b...   \n",
       "30  {\"jobKind\":\"2\",\"userId\":\"64ad619618d438cff438b...   \n",
       "31  {\"jobKind\":\"2\",\"userId\":\"612c11dd210e0464ec5c2...   \n",
       "32  {\"jobKind\":\"2\",\"userId\":\"efd682ffb2d75c5f7925f...   \n",
       "33  {\"jobKind\":\"2\",\"userId\":\"b69fd5c36585947f42d05...   \n",
       "34  {\"jobKind\":\"2\",\"userId\":\"efd682ffb2d75c5f7925f...   \n",
       "35  {\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...   \n",
       "36  {\"jobKind\":\"2\",\"userId\":\"243d415a12abad30e1d70...   \n",
       "37  {\"jobKind\":\"2\",\"userId\":\"e27428a84e155db6cb41c...   \n",
       "38  {\"jobKind\":\"2\",\"userId\":\"82b656079372824a4b73c...   \n",
       "39  {\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b9...   \n",
       "\n",
       "                                             dataInfo comp.compIndustry  \\\n",
       "0   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...       电子/半导体/集成电路   \n",
       "1   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...           云计算/大数据   \n",
       "2   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...               新能源   \n",
       "3   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              整车制造   \n",
       "4   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "5   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...            贸易/进出口   \n",
       "6   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...            新闻和出版业   \n",
       "7   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...               互联网   \n",
       "8   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "9   %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              电子商务   \n",
       "10  %7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...                家电   \n",
       "11  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             机械/设备   \n",
       "12  %7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...              金属制品   \n",
       "13  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              培训服务   \n",
       "14  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "15  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...       电子/半导体/集成电路   \n",
       "16  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "17  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...               新能源   \n",
       "18  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              培训服务   \n",
       "19  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "20  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...       电子/半导体/集成电路   \n",
       "21  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...          食品/饮料/酒水   \n",
       "22  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             机械/设备   \n",
       "23  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...               互联网   \n",
       "24  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...            专业技术服务   \n",
       "25  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              IT服务   \n",
       "26  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             机械/设备   \n",
       "27  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             机械/设备   \n",
       "28  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              智能硬件   \n",
       "29  %7B%22jobKind%22%3A%221%22%2C%22fkId%22%3A%22h...            人力资源服务   \n",
       "30  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...           电气机械/器材   \n",
       "31  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              医疗器械   \n",
       "32  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              整车制造   \n",
       "33  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             工业自动化   \n",
       "34  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              整车制造   \n",
       "35  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "36  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              整车制造   \n",
       "37  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...          食品/饮料/酒水   \n",
       "38  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...              整车制造   \n",
       "39  %7B%22jobKind%22%3A%222%22%2C%22fkId%22%3A%22h...             计算机软件   \n",
       "\n",
       "         comp.compName                    comp.compLogo comp.compStage  \\\n",
       "0                 汇春科技  5bfea49074719d2aa34cbf8a03a.png          新三板上市   \n",
       "1                  天湘和  62c532b3d005e77d42ff429606u.png           战略投资   \n",
       "2                 宁德时代  607e80f5177c9d01e71b508a06u.png          创业板上市   \n",
       "3     北京梅赛德斯奔驰销售服务有限公司  5bfea4c274719d2aa34cc8c303a.png            NaN   \n",
       "4             Monotype  5e6cd41d37483e328d58d03f07u.jpg            已上市   \n",
       "5                 仙婷集团  6274ee6d04a5ff469b10880402u.png            NaN   \n",
       "6   励德爱思唯尔信息技术(北京)有限公司  6152bdf0573d7424a46f696a01u.png            NaN   \n",
       "7               阿里巴巴集团  5bfe915474719d35745acf0903a.png           港股上市   \n",
       "8                  维塔士  5bfe9a0f74719df0ac99c18d03a.png             C轮   \n",
       "9         上海宝尊电子商务有限公司  6110a05df833c065f663369908u.png           港股上市   \n",
       "10         某国内大型家具家电公司  60e2fe0bf3df194a3c48adb502u.png          不需要融资   \n",
       "11                豪德机械  5bfe961b74719df0ac98f54d03a.png            NaN   \n",
       "12           某国内金属制品公司  60e2fe0bf3df194a3c48adb502u.png          融资未公开   \n",
       "13       赫尔马科技(上海)有限公司  61b07937d0458d53c627567e02u.jpg            NaN   \n",
       "14        上海恩毕可施科技有限公司  61b07937d0458d53c627567e02u.jpg            NaN   \n",
       "15                鼎芯无限  5fc72c10ddcaaa231891b6af08u.png            NaN   \n",
       "16                维我软件  5bfea42f74719d2aa34cad5a03a.png       其他股票市场上市   \n",
       "17            Sun King  62df95e5f56e4b709a9a235203u.png             D轮   \n",
       "18                优谷朗读  62567f498e9e614d7d6d83c506u.png            NaN   \n",
       "19                泰瑞数创  61274361689b7173139e4ee408u.png             D轮   \n",
       "20                合元集团  63f85894ae8ec6724b67f42d03u.png            NaN   \n",
       "21                 拉面说  613183e794a50f4ab32610ff01u.png             B轮   \n",
       "22       莫仕连接器(成都)有限公司  61b07937d0458d53c627567e02u.jpg            NaN   \n",
       "23                  万得  5bfe9ac074719df0ac99e43003a.png             其他   \n",
       "24              六合新创科技  6221b9742a9c1049a9a3e8b802u.png          融资未公开   \n",
       "25        杭州致成电子科技有限公司  5bfe969774719df0ac990e4e03a.png             A轮   \n",
       "26    三一帕尔菲格特种车辆装备有限公司  5fb5c993b1d9242a23ea315003u.png            NaN   \n",
       "27    三一帕尔菲格特种车辆装备有限公司  5fb5c993b1d9242a23ea315003u.png            NaN   \n",
       "28           BroadLink  6163dc033df70d56f3b601a406u.png             D轮   \n",
       "29               某知名公司  60e2fe0bf3df194a3c48adb502u.png            NaN   \n",
       "30                范德兰德  5bfe9fae74719d2aa34bd17803a.png            NaN   \n",
       "31        北京微仙医疗科技有限公司  6046e1f3b894721491d45d8f07u.png            NaN   \n",
       "32         戴姆勒／梅赛德斯－奔驰  592e7a9b70320c7ee19b9c4c04a.jpg            NaN   \n",
       "33                 西门子  5bfea48674719d2aa34cbda703a.png            NaN   \n",
       "34         戴姆勒／梅赛德斯－奔驰  592e7a9b70320c7ee19b9c4c04a.jpg            NaN   \n",
       "35                维我软件  5bfea42f74719d2aa34cad5a03a.png       其他股票市场上市   \n",
       "36             沃尔沃汽车中国  61dbbbc46f9486679feb36c205u.png            NaN   \n",
       "37        昂旭(上海)贸易有限公司  63ef2ec7a433107cbfe245ac01u.png             其他   \n",
       "38         戴姆勒／梅赛德斯－奔驰  592e7a9b70320c7ee19b9c4c04a.jpg            NaN   \n",
       "39                维我软件  5bfea42f74719d2aa34cad5a03a.png       其他股票市场上市   \n",
       "\n",
       "    comp.compId comp.compScale                                 comp.link  \\\n",
       "0     8772764.0         50-99人   https://www.liepin.com/company/8772764/   \n",
       "1    12848963.0         50-99人  https://www.liepin.com/company/12848963/   \n",
       "2     8768998.0       10000人以上   https://www.liepin.com/company/8768998/   \n",
       "3     8621016.0       500-999人   https://www.liepin.com/company/8621016/   \n",
       "4    12166219.0       500-999人  https://www.liepin.com/company/12166219/   \n",
       "5     8112968.0         50-99人   https://www.liepin.com/company/8112968/   \n",
       "6     8485003.0     2000-5000人   https://www.liepin.com/company/8485003/   \n",
       "7     1072424.0       10000人以上   https://www.liepin.com/company/1072424/   \n",
       "8     3215924.0     1000-2000人   https://www.liepin.com/company/3215924/   \n",
       "9     1045803.0    5000-10000人   https://www.liepin.com/company/1045803/   \n",
       "10          NaN     2000-5000人                                             \n",
       "11    8008979.0       100-499人   https://www.liepin.com/company/8008979/   \n",
       "12          NaN         50-99人                                             \n",
       "13   12261483.0                 https://www.liepin.com/company/12261483/   \n",
       "14   13004401.0          1-49人  https://www.liepin.com/company/13004401/   \n",
       "15    6145394.0       100-499人   https://www.liepin.com/company/6145394/   \n",
       "16    8062928.0       100-499人   https://www.liepin.com/company/8062928/   \n",
       "17    8925182.0     1000-2000人   https://www.liepin.com/company/8925182/   \n",
       "18    9261638.0       100-499人   https://www.liepin.com/company/9261638/   \n",
       "19    7856450.0       100-499人   https://www.liepin.com/company/7856450/   \n",
       "20     852976.0     2000-5000人    https://www.liepin.com/company/852976/   \n",
       "21    9705876.0       100-499人   https://www.liepin.com/company/9705876/   \n",
       "22   12148213.0     2000-5000人  https://www.liepin.com/company/12148213/   \n",
       "23    8055349.0     2000-5000人   https://www.liepin.com/company/8055349/   \n",
       "24   12250069.0       500-999人  https://www.liepin.com/company/12250069/   \n",
       "25    9655065.0       500-999人   https://www.liepin.com/company/9655065/   \n",
       "26   12269387.0       100-499人  https://www.liepin.com/company/12269387/   \n",
       "27   12269387.0       100-499人  https://www.liepin.com/company/12269387/   \n",
       "28   10047697.0       100-499人  https://www.liepin.com/company/10047697/   \n",
       "29          NaN       100-499人                                             \n",
       "30    7978881.0       100-499人   https://www.liepin.com/company/7978881/   \n",
       "31   12526719.0         50-99人  https://www.liepin.com/company/12526719/   \n",
       "32    8494044.0       10000人以上   https://www.liepin.com/company/8494044/   \n",
       "33      33708.0       10000人以上     https://www.liepin.com/company/33708/   \n",
       "34    8494044.0       10000人以上   https://www.liepin.com/company/8494044/   \n",
       "35    8062928.0       100-499人   https://www.liepin.com/company/8062928/   \n",
       "36    8083523.0       10000人以上   https://www.liepin.com/company/8083523/   \n",
       "37   13425031.0          1-49人  https://www.liepin.com/company/13425031/   \n",
       "38    8494044.0       10000人以上   https://www.liepin.com/company/8494044/   \n",
       "39    8062928.0       100-499人   https://www.liepin.com/company/8062928/   \n",
       "\n",
       "                                           job.labels  ...  \\\n",
       "0                [策略产品, to C, 产品规划, 市场调研, 产品设计, 团队管理]  ...   \n",
       "1   [市场调研, 云计算, 智慧城市, to G, 需求分析, 产品设计, 数据产品, 客户端产...  ...   \n",
       "2   [计算机软件, 工业互联网, 产品设计, 团队管理, 需求分析, 产品规划, 原型设计, 用...  ...   \n",
       "3                                                  []  ...   \n",
       "4                                                  []  ...   \n",
       "5   [英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...  ...   \n",
       "6                                                  []  ...   \n",
       "7                            [数据产品, 数据挖掘, 数据分析, 产品规划]  ...   \n",
       "8                           [商业产品, 计算机软件, 需求分析, 需求说明]  ...   \n",
       "9                      [数据产品, 产品优化, 数据挖掘, 产品规划, 数据建模]  ...   \n",
       "10                                                 []  ...   \n",
       "11                                                 []  ...   \n",
       "12  [to B, 产品规划, 需求分析, 用户研究, 市场调研, 电子/半导体/集成电路, 汽车...  ...   \n",
       "13                                       [产品设计, saas]  ...   \n",
       "14                             [AI人工智能产品, 人工智能, 团队管理]  ...   \n",
       "15                                                 []  ...   \n",
       "16                              [SaaS软件, CRM产品, to B]  ...   \n",
       "17        [竞品分析, 产品策略, 市场分析, 产品定义, 用户体验, 需求分析, 新产品提案]  ...   \n",
       "18                         [产品规划, 创新能力, 策划能力, 项目管理能力]  ...   \n",
       "19                              [CIM, BIM, GIS, 自然资源]  ...   \n",
       "20                      [画像产品, 工具产品, 消费品, 产品规划, 用户研究]  ...   \n",
       "21                                                 []  ...   \n",
       "22                                           [硬件产品规划]  ...   \n",
       "23  [金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...  ...   \n",
       "24                                         [电商产品经理  ]  ...   \n",
       "25  [数据产品, 计算机软件, to B, 产品规划, 产品设计, 原型设计, ERP产品, 需...  ...   \n",
       "26                  [定价/竞价产品, 商业产品, 产品规划, 团队管理, 用户研究]  ...   \n",
       "27                  [定价/竞价产品, 商业产品, 产品规划, 用户研究, 团队管理]  ...   \n",
       "28                                  [ppt, 需求分析, 硬件产品]  ...   \n",
       "29                                       [产品规划, 团队管理]  ...   \n",
       "30                                             [to G]  ...   \n",
       "31                           [渠道销售, 市场洞察, 团队管理, 销售管理]  ...   \n",
       "32                             [AT变速器, SystemVerilog]  ...   \n",
       "33                                                 []  ...   \n",
       "34                             [AT变速器, SystemVerilog]  ...   \n",
       "35                                           [SaaS系统]  ...   \n",
       "36                                                 []  ...   \n",
       "37                                                 []  ...   \n",
       "38  [.NET, SystemVerilog, ES5, ECMAScript 6, ECMAS...  ...   \n",
       "39                                           [SaaS系统]  ...   \n",
       "\n",
       "                                       job.dataPromId job.advViewFlag  \\\n",
       "0   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "1   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "2   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "3   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "4   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "5   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "6   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "7   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "8   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "9   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "10  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "11  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "12  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "13  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "14  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "15  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "16  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "17  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "18  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "19  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "20  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "21  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "22  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "23  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "24  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "25  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "26  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "27  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "28  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "29  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "30  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "31  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "32  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "33  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "34  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "35  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "36  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "37  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "38  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "39  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "\n",
       "   job.requireEduLevel recruiter.chatted                    recruiter.imId  \\\n",
       "0                   本科             False  9f6e65580508070719dea264e3e64473   \n",
       "1                   本科             False  aaf64e26be68f1fd6cdb271ea7541165   \n",
       "2                 统招本科             False  699d7ce64c29deff67766a03c68ce883   \n",
       "3                 统招本科             False  6bf7c8d0afceed76ee7b65a82243fe9b   \n",
       "4                   硕士             False  a56b7700cffa549f5ccdf9963d70cb82   \n",
       "5                   硕士             False  0ce6f53a162e27cc9427b88c78d2ff1f   \n",
       "6                   本科             False  59d5771eff4f401fad8732728d6065d6   \n",
       "7                 学历不限             False  4a4ece35206ffdf578f5885b11a76839   \n",
       "8                   本科             False  05e66dde1f5469778fa263ed17de85b1   \n",
       "9                   本科             False  5f6e501deee3940359a7d64ad9817c9f   \n",
       "10               本科及以上             False  9418ebe85ff332046042c177f0a1d2b1   \n",
       "11                统招本科             False  993247f23540bc9a1118e52d65fb8ab7   \n",
       "12                统招本科             False  fe3fbc4d94ca635e0eae969ce9a54d02   \n",
       "13                  本科             False  7ac9225ebe147c72937a45d7910778f0   \n",
       "14                  本科             False  55e75022a4bd596b518f468578ae7c89   \n",
       "15                统招本科             False  c7641a69cf38dca278f5885b11a76839   \n",
       "16                  本科             False  d2d1b8fb216557be160bef405ccde8ba   \n",
       "17                  本科             False  c5a554bd369f7ddac0e770cd23fcb1ad   \n",
       "18                  本科             False  610f311598231391e37b0b202b2adc1c   \n",
       "19                  本科             False  db5e5619cfe295f4a79528f6dd52f0e8   \n",
       "20                统招本科             False  598e3261a17f043a9da65a0dc5ff9f3d   \n",
       "21                  本科             False  ce7ccd785f8b8d8845913e3a4abf94f3   \n",
       "22                  本科             False  c7919f0e6419a916db286ab5a8a082c5   \n",
       "23                  本科             False  7aa0d8a46d39fb2b62cb88e0a323364d   \n",
       "24                  大专             False  cd4881a0ca4e72908868111a467b66bb   \n",
       "25                  本科             False  273743b73b8b405cb8186adbf6c31dd6   \n",
       "26                  本科             False  54d001c83b72632859a7d64ad9817c9f   \n",
       "27                  硕士             False  54d001c83b72632859a7d64ad9817c9f   \n",
       "28                  本科             False  c01b7239c29322d914c33c05749ae593   \n",
       "29               本科及以上             False  7e851e39422316a9c051c4e7ef49e137   \n",
       "30                  本科             False  67300386979fa3d6d6a9d1214a39013b   \n",
       "31                  本科             False  5d3352a2d7afe5e267766a03c68ce883   \n",
       "32                  本科             False  945255696d7beb2c1118e52d65fb8ab7   \n",
       "33                统招本科             False  4164f33d00e1d78a351ff05530f680dd   \n",
       "34                  本科             False  945255696d7beb2c1118e52d65fb8ab7   \n",
       "35                  本科             False  d2d1b8fb216557be160bef405ccde8ba   \n",
       "36                  本科             False  244c498c451abbc1063dfc1b00f6daab   \n",
       "37                  本科             False  6535ae399139ebe6df514c63e89fb1b8   \n",
       "38                统招本科             False  3af8fdebe74dbbbe76f5ec2df67915bd   \n",
       "39                  本科             False  d2d1b8fb216557be160bef405ccde8ba   \n",
       "\n",
       "   recruiter.imUserType recruiter.recruiterName     recruiter.recruiterTitle  \\\n",
       "0                     2                     吴先生                         人事主管   \n",
       "1                     2                     旷女士                                \n",
       "2                     2                     翁女士                         招聘主管   \n",
       "3                     2                     白女士                         hrbp   \n",
       "4                     2                     刘女士          Associate HRBP-APAC   \n",
       "5                     2                     吴女士                HR Specialist   \n",
       "6                     2                     朱女士           Talent Acquisition   \n",
       "7                     2                     李女士                           顾问   \n",
       "8                     2                     鱼女士                           HR   \n",
       "9                     2                     陈女士                       高级人事专员   \n",
       "10                    2                     秦女士                         猎头顾问   \n",
       "11                    2                     叶女士                       高级人事专员   \n",
       "12                    2                     方女士                         猎头顾问   \n",
       "13                    2                     邱先生                        区域总经理   \n",
       "14                    2                     王女士                       运营管理中心   \n",
       "15                    2                     李女士                       人力资源经理   \n",
       "16                    2                     白女士               Talent Partner   \n",
       "17                    2                     祝女士            Regional Sr. HRBP   \n",
       "18                    2                     邝女士                         人力资源   \n",
       "19                    2                     黄女士                                \n",
       "20                    2                     王先生                         招聘经理   \n",
       "21                    2                     毛先生                         HRBP   \n",
       "22                    2                     李女士                   TA Partner   \n",
       "23                    2                     孙女士                 人力资源伙伴(HRBP)   \n",
       "24                    2                     马先生                         hr主管   \n",
       "25                    2                     吴先生                           HR   \n",
       "26                    2                     钱女士                         招聘专员   \n",
       "27                    2                     钱女士                         招聘专员   \n",
       "28                    2                     刘先生                 物联网解决方案事业部副总   \n",
       "29                    2                     孙女士                         猎头顾问   \n",
       "30                    2                     孙女士                                \n",
       "31                    2                     唐先生                       人力资源专员   \n",
       "32                    2                     袁女士  HR Recruiting and Marketing   \n",
       "33                    2                     杨女士                TA Consultant   \n",
       "34                    2                     袁女士  HR Recruiting and Marketing   \n",
       "35                    2                     白女士               Talent Partner   \n",
       "36                    2                     刘女士                           HR   \n",
       "37                    2                     徐女士                       人事行政经理   \n",
       "38                    2                     陈女士                         招聘经理   \n",
       "39                    2                     白女士               Talent Partner   \n",
       "\n",
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       "\n",
       "[40 rows x 29 columns]"
      ]
     },
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